3D printing of biodegradable polymers and their composites - Current state-of-the-art, properties, applications, and machine learning for potential future applications

被引：32
作者：
Dananjaya, S. A. V. [1 ,2 ]
Chevali, V. S. [3 ]
Dear, J. P. [4 ]
Potluri, P. [5 ,6 ]
Abeykoon, C. [5 ,6 ]
机构：
[1] Univ Moratuwa, Fac Engn, Dept Mat Sci & Engn, Moratuwa, Sri Lanka
[2] Swinburne Univ Technol, Sch Engn, Hawthorn, Vic 3122, Australia
[3] Univ Southern Queensland, Ctr Future Mat, Springfield Cent, Qld 4300, Australia
[4] Imperial Coll London, Dept Mech Engn, South Kensington Campus, London SW7 2AZ, England
[5] Univ Manchester, Aerosp Res Inst, Northwest Composites Ctr, Oxford Rd, Manchester M13 9PL, England
[6] Univ Manchester, Fac Sci & Engn, Dept Mat, Oxford Rd, Manchester M13 9PL, England
来源：
PROGRESS IN MATERIALS SCIENCE | 2024年 / 146卷
关键词：
3D Printing; Biodegradable polymers; Composite structures; Sustainability; Circular economy; Machine Learning; Sustainable manufacturing; LIQUID INTERFACE PRODUCTION; LACTIC-ACID PRODUCTION; POLY(BUTYLENE SUCCINATE); MECHANICAL-PROPERTIES; POLYLACTIC ACID; RECYCLABLE POLYMERS; ESCHERICHIA-COLI; ETHYL LACTATE; DESIGN; STEREOLITHOGRAPHY;
D O I：
10.1016/j.pmatsci.2024.101336
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This review paper comprehensively examines the dynamic landscape of 3D printing and Machine Learning utilizing biodegradable polymers and their composites, presenting a panoramic synthesis of research developments, technological achievements, and emerging applications. By investigating a multitude of biodegradable polymer types, the review paper delineates their suitability and compatibility with diverse 3D printing methodologies and demonstrates the merit of machine learning techniques, in future manufacturing processes. Moreover, this review paper focuses on the intricacies of material preparation, design adaptation as well as post-processing techniques tailored for biodegradable polymers, elucidating their pivotal role in achieving structural integrity and functional excellence. From biomedical implants and sustainable packaging solutions to artistic creations, the paper unveils the expansive spectrum of practical implementations, thus portraying the multifaceted impact of this technology. Whilst outlining surveys ongoing research endeavors aimed at addressing these limitations. In essence, this review able polymers, providing a roadmap for future advancements and underscoring its pivotal role in fostering sustainable manufacturing/consumption for the future.
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页数：86
相关论文
共 779 条
[1]  
3dprinting, Hands-on Review: PLA Filament - 3D Printing
[2]  
3dprintingindustry, Polymaker launches tougher, more environmentally friendly PolyTerra PLA - 3D Printing Industry
[3]  
3dprintlife, FormFutura Galaxy PLA 3D Filament at 3D Printlife
[4]   Recent advances in lactic acid production by microbial fermentation processes [J].
Abdel-Rahman, Mohamed Ali ;
Tashiro, Yukihiro ;
Sonomoto, Kenji .
BIOTECHNOLOGY ADVANCES, 2013, 31 (06) :877-902
[5]  
Abdel-Rahman MA, 2011, J BIOTECHNOL, V156, P286, DOI [10.1016/j.jbiotec.2011.06.017, 10.1016/j.jbiotec.2011.06.017 ]
[6]  
Abdel-Shafy H.I., 2018, Egypt. J. Pet, V27, P1275, DOI DOI 10.1016/J.EJPE.2018.07.003
[7]  
Abeykoon C, 2022, The Effect of Process Settings and Materials Properties on Mechanical Properties of 3D Printed Structures
[8]  
Abeykoon C., 2020, International Journal of Lightweight Materials and Manufacture, DOI [10.1016/j.ijlmm.2020.03.003, DOI 10.1016/J.IJLMM.2020.03.003]
[9]  
Abhishek A., 2022, Int. J. Eng. Technol. Manag. Sci, V6, DOI [10.46647/ijetms.2022.v06i05.052, DOI 10.46647/IJETMS.2022.V06I05.052]
[10]   Biodegradable poly(lactic acid)-based scaffolds: synthesis and biomedical applications [J].
Abu Ghalia, Mustafa ;
Dahman, Yaser .
JOURNAL OF POLYMER RESEARCH, 2017, 24 (05)
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